Comprehensive Analysis of DNA Adducts Using Data-Independent wSIM/MS2 Acquisition and wSIM-City.
Scott J WalmsleyJingshu GuoPaari MuruganChristopher J WeightJinhua WangPeter W VillaltaRobert J TureskyPublished in: Analytical chemistry (2021)
A novel software has been created to comprehensively characterize covalent modifications of DNA through mass spectral analysis of enzymatically hydrolyzed DNA using the neutral loss of 2'-deoxyribose, a nearly universal MS2 fragmentation process of protonated 2'-deoxyribonucleosides. These covalent modifications termed DNA adducts form through xenobiotic exposures or by reaction with endogenous electrophiles and can induce mutations during cell division and initiate carcinogenesis. DNA adducts are typically present at trace levels in the human genome, requiring a very sensitive and comprehensive data acquisition and analysis method. Our software, wSIM-City, was created to process mass spectral data acquired by a wide selected ion monitoring (wSIM) with gas-phase fractionation and coupled to wide MS2 fragmentation. This untargeted approach can detect DNA adducts at trace levels as low as 1.5 adducts per 109 nucleotides. This level of sensitivity is sufficient for comprehensive analysis and characterization of DNA modifications in human specimens.
Keyphrases
- circulating tumor
- cell free
- single molecule
- mass spectrometry
- multiple sclerosis
- endothelial cells
- nucleic acid
- ms ms
- optical coherence tomography
- data analysis
- circulating tumor cells
- big data
- single cell
- heavy metals
- magnetic resonance
- magnetic resonance imaging
- risk assessment
- air pollution
- machine learning
- deep learning
- cell therapy
- artificial intelligence